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Number of items: 6.

Edwards, Aleksandra, Pardiñas, Antonio F. ORCID: https://orcid.org/0000-0001-6845-7590, Kirov, George ORCID: https://orcid.org/0000-0002-3427-3950, Rees, Elliott ORCID: https://orcid.org/0000-0002-6168-9222 and Camacho-Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 2025. Large language model–supported identification of intellectual disabilities in clinical free-text summaries: mixed methods study. JMIR AI 4 , e72256. 10.2196/72256
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Edwards, Aleksandra and Camacho-Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 2025. Language models for text classification: is in-context learning enough? Presented at: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), Torino, Italy, 20 - 25 May, 2024. Published in: Calzolari, Nicoletta, Kan, Min-Yen, Hoste, Veronique, Lenci, Alessandro, Sakti, Sakriani and Xue, Nianwen eds. Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). Proceedings of the 29th International Conference on Computational Linguistics. Torino, Italy: ELRA and ICCL, 10058–10072.
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Edwards, Aleksandra, Ushio, Asahi, Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, Ribaupierre, Helene and Preece, Alun ORCID: https://orcid.org/0000-0003-0349-9057 2022. Guiding generative language models for data augmentation in few-shot text classification. Presented at: DaSH 2022, Abu Dhabi, United Arab Emirates (Hybrid), 08 December 2022. Published in: Dragut, Eduard, Li, Yunyao, Popa, Lucian, Vucetic, Slobodan and Srivastava, Shashank eds. Proceedings of the Fourth Workshop on Data Science with Human-in-the-Loop (Language Advances). Abu Dhabi, United Arab Emirates: ACL, pp. 51-63.

Edwards, Aleksandra 2022. Extracting knowledge from complex unstructured corpora: Text classification and a case study on the safeguarding domain. PhD Thesis, Cardiff University.
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Edwards, Aleksandra, Camacho-Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239, De Ribaupierre, Hélène and Preece, Alun ORCID: https://orcid.org/0000-0003-0349-9057 2020. Go simple and pre-train on domain-specific corpora: on the role of training data for text classification. Presented at: 28th International Conference on Computational Linguistics, Barcelona, Spain, 8-13 December 2020. Published in: Scott, Donia, Bel, Nuria and Zong, Chengqing eds. Proceedings of the 28th International Conference on Computational Linguistics. International Committee on Computational Linguistics, 5522–5529. 10.18653/v1/2020.coling-main.481
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Edwards, Aleksandra, Preece, Alun D. ORCID: https://orcid.org/0000-0003-0349-9057 and De Ribaupierre, Helene 2019. Knowledge extraction from a small corpus of unstructured safeguarding reports. Presented at: 16th ESWC 2019, Portoroz, Slovenia, 2-6 June 2019.
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